Kohonen map modification for classification tasks
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12310%2F19%3A43900105" target="_blank" >RIV/60076658:12310/19:43900105 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Kohonen map modification for classification tasks
Original language description
This paper aims to present a classification model based on Kohonen maps with a modified learning mechanism and structure as well. Modification of the model structure consists of its modification for hierarchical training and recall. The change of the learning process is the transition from unsupervised to supervised learning. Experiments were performed with the modified model to verify changes in the model and compare the results with other research.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
ICAART 2019 - Proceedings of the 11th International Conference on Agents and Artificial Intelligence
ISBN
978-989-758-350-6
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
584-591
Publisher name
SciTePress
Place of publication
neuveden
Event location
Praha
Event date
Feb 19, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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